Claude Marketplaces
SkillsMCP serversMarketplacesDigestTools
Submit

This week in Claude

Every Monday: Claude Code, Agent SDK, MCP, and the Anthropic platform moves worth your time.

Skills by category
Frontend DevelopmentBackend & APIsTesting & QASecurityDevOps & CI/CDGit & Pull RequestsDocumentationCode Review & QualityAI & Agent BuildingSkill Development
MCP servers by category
Sales & MarketingWeb & Browser AutomationDatabasesAI & LLM ToolsCloud & InfrastructureCommunication & MessagingDeveloper ToolsDesign & CreativeDocuments & KnowledgeSearch & Web Crawling
Marketplaces by category
AI Agents & OrchestrationLLM IntegrationDevelopment ToolsFrontend & UIBackend & APIsDatabasesTesting & Code QualityDevOps & CloudSecurity & ComplianceGit & Version Control
Claude Marketplaces

An independent directory of skills, plugins and MCP servers for Claude Code. Not affiliated with Anthropic.

Browse

  • Skills
  • MCP servers
  • Marketplaces
  • Weekly digest
  • Skill index
  • MCP index
  • Marketplace index

Site

  • About
  • Tools
  • Submit
  • Feedback
  • Privacy
  • llms.txt
  • Plugins reference

Maker

  • Snug
  • Agent Caffeine
  • knobs
  • Wax
  • Vectoys
  • mertduzgun.com
Crafted at
Skills/Git & Pull Requests
github avatar

Model Recommendation

github/awesome-copilotOfficial

Analyzes your `.agent.md` and `.prompt.md` files to recommend the best AI model from GitHub Copilot's lineup based on task complexity and your subscription tier. It categorizes your prompts into types like simple refactoring, complex architecture work, or debugging, then maps them against model capabilities like reasoning depth, code quality, and cost multipliers. Handles the full model matrix from GPT-5 mini for quick tasks to Claude Opus 4.1 for large codebase analysis. Factors in context window needs, vision requirements, and whether you're on Free, Pro, or Pro+ plans. Saves you from burning premium credits on tasks that could run fine on 0x multiplier models.

installs
8.4K
GitHub stars
40.5K
last updated
Aug 21, 2026
View on GitHubSave

Install

$ npx -y skills add github/awesome-copilot --skill model-recommendation --agent claude-code

Installs into .claude/skills of the current project.

Files

Analyzes your `.agent.md` and `.prompt.md` files to recommend the best AI model from GitHub Copilot's lineup based on task complexity and your subscription tier. It categorizes your prompts into types like simple refactoring, complex architecture work, or debugging, then maps them against model capabilities like reasoning depth, code quality, and cost multipliers. Handles the full model matrix from GPT-5 mini for quick tasks to Claude Opus 4.1 for large codebase analysis. Factors in context window needs, vision requirements, and whether you're on Free, Pro, or Pro+ plans. Saves you from burning premium credits on tasks that could run fine on 0x multiplier models.

Browse the repository on GitHub

Sponsors

SnugThe clipboard manager you and your agent can use, safelyAgent CaffeineClose your lid, come back to finished workWaxBlock anything with supervision, without erasing your iPhoneOpen StepsSponsoredFree and open-source skills that make AI coding agents easier to understand, verify, and control.

Details

Repository
github.com/github/awesome-copilot
Categories
Git & Pull Requests, AI & Agent Building

More from github/awesome-copilot

All 318
  • Polyglot Test Agent8.4K
  • Csharp Mcp Server Generator8.4K
  • Datanalysis Credit Risk7.3K
  • Msstore Cli7K
  • Create Oo Component Documentation7K
  • Mcp Configure7K
  • Update Oo Component Documentation7K
  • Create Web Form7K
  • Mentoring Juniors6.9K
  • Import Infrastructure As Code6.9K
  • Suggest Awesome Github Copilot Prompts6.8K
  • Noob Mode6.4K
  • Winmd Api Search5.7K
  • Winui3 Migration Guide5.7K
  • Security Review5.6K
  • Web Coder5.5K
  • Premium Frontend Ui4.9K
  • Azure Pricing4.7K
  • Secret Scanning4.6K
  • Copilot Spaces4.4K
  • Dependabot4.4K
  • Doublecheck4.3K
  • Flowstudio Power Automate Mcp4.2K
  • Gsap Framer Scroll Animation3.9K

Recommended

More Git & Pull Requests
1github avatarpolyglot-test-agentgithub/awesome-copilotGenerates comprehensive, workable unit tests for any programming language using a multi-agent pipeline. Use when asked to generate tests, write unit tests, impr8.4Kinstalls
2github avatarcsharp-mcp-server-generatorgithub/awesome-copilotGenerate a complete MCP server project in C# with tools, prompts, and proper configuration8.4Kinstalls
3msw-git avatarmsw-planningmsw-git/msw-ai-coding-plugins-officialMSW (MapleStory Worlds) game-planning mode — for BOTH starting a brand-new game from scratch AND continuing/resuming an in-progress prototype. Narrow the idea w7.4Kinstalls
4github avatardatanalysis-credit-riskgithub/awesome-copilotCredit risk data cleaning and variable screening pipeline for pre-loan modeling. Use when working with raw credit data that needs quality assessment, missing va7.3Kinstalls
5github avatarmsstore-cligithub/awesome-copilotMicrosoft Store Developer CLI (msstore) for publishing Windows applications to the Microsoft Store. Use when asked to configure Store credentials, list Store ap7Kinstalls
6github avatarcreate-oo-component-documentationgithub/awesome-copilotCreate comprehensive, standardized documentation for object-oriented components following industry best practices and architectural documentation standards.7Kinstalls